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Guide November 21 2025
... perception, reasoning and action agents to adaptively interpret the scenes, generate insights and optimize decisions in real time. Although the data, compute and integration needs are significant and there are governance risks, generative AI-powered computer vision: Enables new product and revenue opportunities ...
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Research Nov 2022
... Access Insights Already a Gartner client? When looking for CSD services, many enterprises struggle to select a provider that can meet their unique business needs. Sourcing, procurement and vendor management leaders can use this research to downselect providers based on their capabilities in different ...

Analyst(s):   Luis Pinto   |   Brett Sparks   |   Gunjan Gupta   |   Deacon D.K Wan
Premium Research Jun 2025
... Staging Zone Raw/Bronze Zone Curated/Silver Zone Aggregated/Gold Zone Data Processing Data Access ⁠Data Delivery Metadata Management DataOps Data Governance Key Architecture Principles & Patterns Key Architecture Recommendations Gartner Recommended Reading Gartner Research ...

Analyst(s):   Sagnik Das   |   Mayank Talwar   |   Prasad Pore
Research Nov 2025
... AI. This transformation spans every layer: from AI-native infrastructure and self-healing operations to autonomous self-service assistants and new governance challenges around shadow AI. CIOs are at the center of this shift, tasked with rethinking architecture, talent, security, and operational models ...

Analyst(s):   Arun Chandrasekaran   |   Nitish Tyagi   |   C.A. Swan   |   Rajesh Kandaswamy   |   Mark Margevicius   |   Joe Antelmi   |   Deepak Seth
Premium Research Mar 2022
... goals are achieved through management, governance and enterprisewide portfolio management. Overview Strategic Planning Assumptions Introduction Future State Current State Gap Analysis and Interdependencies Migration Plan Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Lorri Callahan   |   Robert Handler   |   Anthony Henderson   |   Elise Olding   |   Cynthia Phillips   |   Sarah Davies   |   Daniel Stang
Guide November 06 2024
... partnership relationships. Build strong contracts, with defined expectations, shared outcomes and agreed break clauses. Establish principles and related governance mechanisms, such as voting and board structure, to reinforce decisions. Embrace more democratized decision making. Be ready to make structural changes ...
Research Aug 2019
... blockchain-enabled solutions at scale. CIOs should consider governance, standards, interoperability and integration major impediments to temper the hype and to delay wider blockchain deployments. Analysis Impediment 1: Blockchain Governance Models Are at a Nascent Stage Impediment 2: Too Many Blockchain-Based ...

Analyst(s):   Dale Kutnick   |   Fabio Chesini
Article August 28 2026
... develop exit strategies to reduce dependency on external providers. Rethink IT resilience and governance. Redefine your operating model to support autonomy and resilience. Establish architecture governance that limits hidden dependencies on proprietary services. Regularly reassess vendor relationships ...
Research Aug 2019
... differentiate their managed services that address these offerings and associated use cases. Objective Report Highlight Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Sid Nag
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